AI & Machine Learning Services for Ellenborough Experts – Practical, Applied AI

At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located for Ellenborough or anywhere globally, our AI solutions are designed for embedded, edge, and industrial deployment.

Our CTO, Luke Cole, began engineering AI and robotics as a teenager in 1998. He worked at leading institutes such as CSIRO, NICTA (now Data61), Seeing Machines, and ANU Robotics System Lab, contributing to early self-driving cars, custom AI libraries, and mobile robot autonomy before ROS and OpenCV were even invented.

Luke also worked at Hemisphere GPS (formerly BEELINE, now AgJunction) as a Robotics Engineer, implementing GPS-guided autonomous systems used by hundreds of agricultural vehicles worldwide.

Meanwhile, Lance Cole has worked in advanced military-grade embedded systems, including on the US military's CROWS program at EOS. He brings deep experience in electronics and embedded hardware for AI.

Our team specialises in applied (narrow) AI, particularly in embedded vision, robotics, and real-time decision-making. We’ve built AI systems using:

• Neural Networks (Perceptron, Sigmoid, ReLU, CNNs, RNNs, Transformers)
• Machine Learning (ML), Deep Learning (DL), and Reinforcement Learning
• Backpropagation, Stochastic Gradient Descent (SGD)
• Image Processing: HAAR, HOG, LBP, PCA, CLAHE, Hough, Template Matching
• Object Detection: YOLOv10, EfficientDet, Faster R-CNN, Mask R-CNN
• Frameworks: TensorFlow, Keras, PyTorch, Caffe, ONNX

We’ve deployed AI models on cost-effective platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Ellenborough services include:

• Smart agriculture & plant recognition (99%+ accuracy on edge)
• Autonomous vehicle vision & embedded localisation
• Industrial automation & object detection
• AI-powered road signs & hazard detection
• Wildlife monitoring & pest targeting with gimbal vision
• Face, voice, and optical character recognition (OCR)
• Natural language interfaces (Open WebUI + open-source LLMs)

• Edge-first philosophy: We specialise in systems that work offline, on-site, and in real time.
• Custom hardware integration: Cameras, sensors, motors, GPUs, embedded Linux.
• Transparent, ethical AI: Locally hosted, explainable, privacy-conscious.
• Decades of real deployment: From paddocks to highways to defense environments.

If you're based in for Ellenborough or anywhere globally and need help with robotics, machine vision, or embedded AI, we’d love to hear from you. We speak your language, whether it’s TensorFlow code, NVIDIA CUDA pipelines, or low-level embedded C on ARM systems.

Contact COLETEK today to see how our AI expertise can power your next product or platform.

At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. Our comprehensive approach has earned us a trusted national reputation, allowing businesses like yours to benefit from our expertise and innovation. Based in Ellenborough, New South Wales, Australia, we operate throughout the region, providing reliable support for local enterprises.

As a multidisciplinary engineering company, we've developed an impressive portfolio of successful projects across various industries. Our engineers and product developers collaborate seamlessly, leveraging their unique skill sets to create tailored solutions that meet your specific needs. Whether you're seeking assistance with engineering design, product development, or another aspect of your business, our team is dedicated to delivering exceptional results.

Elevate Your Business Operations in Ellenborough, New South Wales, Australia

Our local presence in Ellenborough, New South Wales, Australia, allows us to foster strong relationships with businesses and community stakeholders. Operating throughout the region, we're committed to understanding your unique challenges and providing tailored support to drive growth and innovation. Our team is passionate about empowering local entrepreneurs like yourself with the tools and expertise needed to thrive.

As a trusted partner for engineering and product development, COLETEK prioritizes reliability, collaboration, and capability, ensuring that every project we undertake yields superior results. By leveraging our combined expertise and resources, you can be confident in our ability to deliver innovative solutions tailored to your specific needs.

Serving businesses across Ellenborough, New South Wales, Australia, like yours is at the heart of what we do. We're proud to play a vital role in shaping the region's engineering and product development landscape. By partnering with COLETEK, you can rest assured that your projects will receive the attention and care they deserve from seasoned professionals.

Let’s build something remarkable together.